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Employment (2)

Cleveland Clinic: Cleveland, OH, US

2020-09-14 to present | Clinical Assistant Professor (Diagnostics Institute)
Employment
Source: Self-asserted source
David Chen

Mayo Clinic Rochester: Rochester, MN, US

2016-03-15 to 2020-06-30 | Informatics Specialist (Division of Biomedical Statistics and Informatics)
Employment
Source: Self-asserted source
David Chen

Education and qualifications (2)

Northwestern University: Evanston, IL, US

2009-09-21 to 2015-03-15 | Doctor of Philosophy (Biomedical Engineering)
Education
Source: Self-asserted source
David Chen

Duke University: Durham, NC, US

2005-08-25 to 2009-06-09 | Bachelor of Engineer (Biomedical Engineering)
Education
Source: Self-asserted source
David Chen

Works (35)

Autoregressive report generation for cardiac magnetic resonance imaging

Journal of Cardiovascular Magnetic Resonance
2025 | Journal article
DOI: 10.1016/j.jocmr.2024.101528
Part of ISSN: 1097-6647
Contributors: Makiya Nakashima; Po-Hao Chen; Michael A. Bolen; Richard A. Grimm; W.H.Wilson Tang; Christopher Nguyen; Deborah Kwon; David Chen
Source: Self-asserted source
David Chen via Crossref Metadata Search

Indication Driven Autoregressive Report Generation for Cardiac Magnetic Resonance Imaging

Proceedings of the 4th Machine Learning for Health Symposium
2025 | Conference paper
URI:

https://proceedings.mlr.press/v259/nakashima25a.html
Contributors: Nakashima, Makiya; Chen, Po-Hao; Bolen, Michael; Nguyen, Christopher; Tang, W. H. Wilson; Grimm, Richard; Kwon, Deborah; Chen, David; Hegselmann, Stefan; Zhou, Helen et al.
Source: Self-asserted source
David Chen

Leveraging a Vision Transformer Model to Improve Diagnostic Accuracy of Cardiac Amyloidosis With Cardiac Magnetic Resonance

JACC: Cardiovascular Imaging
2025-03 | Journal article
DOI: 10.1016/j.jcmg.2024.09.010
Part of ISSN: 1936-878X
Contributors: Joshua Cockrum; Makiya Nakashima; Carl Ammoury; Diane Rizkallah; Joseph Mauch; David Lopez; David Wolinksy; Tae Hyun Hwang; Samir Kapadia; Lars G. Svensson et al.
Source: Self-asserted source
David Chen via Crossref Metadata Search

CMR-CLIP: Contrastive Language Image Pretraining for a Cardiac Magnetic Resonance Image Embedding with Zero-shot Capabilities

2025-03-12 | Preprint
DOI: 10.21203/rs.3.rs-5952603/v1
Contributors: David Chen; Makiya Nakashima; Jielin Qiu; Peide Huang; Po-Hao Chen; Richard Grimm; Christopher Nguyen; Byung-Hak Kim; Ding Zhao; Deborah Kwon
Source: check_circle
Crossref

Sex differences in cardiac remodelling in ischaemic cardiomyopathy and functional mitral regurgitation: impact on prognosis

European Heart Journal - Imaging Methods and Practice
2025-01-13 | Journal article
DOI: 10.1093/ehjimp/qyaf021
Contributors: Duygu Kocyigit Burunkaya; Nancy A Obuchowski; Natalie Ho; Zoran B Popovic; David Chen; Christopher Nguyen; W H Wilson Tang; Deborah H Kwon
Source: check_circle
Crossref

Predicting Long-Term Clinical Outcomes of Patients With Recurrent Pericarditis

Journal of the American College of Cardiology
2024-09 | Journal article
DOI: 10.1016/j.jacc.2024.05.072
Part of ISSN: 0735-1097
Contributors: Abdullah Yesilyaprak; Ashwin K. Kumar; ANKIT AGRAWAL; Muhammad M. Furqan; Beni R. Verma; Alveena B. Syed; Muhammad Majid; Kevser Akyuz; Danny L. Rayes; David Chen et al.
Source: Self-asserted source
David Chen via Crossref Metadata Search

Prognosis and predictors of right ventricular dysfunction by quantitative cardiac magnetic resonance in non-ischaemic cardiomyopathy

European Heart Journal - Cardiovascular Imaging
2024-09-17 | Journal article
DOI: 10.1093/ehjci/jeae233
Part of ISSN: 2047-2412
Contributors: Tom Kai Ming Wang; Duygu Kocyigit Burunkaya; Nicholas Chan; Donna Salam; Mustafa Turkmani; Jennifer Bullen; Zoran B Popović; Christopher Nguyen; Brian P Griffin; W H Wilson Tang et al.
Source: Self-asserted source
David Chen via Crossref Metadata Search

Automating surgical procedure extraction for society of surgeons adult cardiac surgery registry using pretrained language models

JAMIA Open
2024-07-01 | Journal article
DOI: 10.1093/jamiaopen/ooae054
Contributors: Jaehyun Lee; Ishan Sharma; Nichole Arcaro; Eugene H Blackstone; A Marc Gillinov; Lars G Svensson; Tara Karamlou; David Chen
Source: check_circle
Crossref

Pre-test Prediction of Non-ischemic Cardiomyopathies using Time-Series EHR Data.

AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science
2024-05-31 | Journal article
PMID: 38827049
PMC: PMC11141858
Contributors: Ishwaran K; Abadie BQ; Chen PH; Bolen M; Karamlou T; Grimm R; Tang WHW; Nguyen C; Kwon D; Chen D
Source: Self-asserted source
David Chen

Cardiac MRI-Enriched Phenomapping Classification and Differential Treatment Outcomes in Patients With Ischemic Cardiomyopathy

Circulation: Cardiovascular Imaging
2024-04 | Journal article | Author
DOI: 10.1161/circimaging.123.016006
Part of ISSN: 1942-0080
Contributors: Deborah Kwon; Shuaiqi Huang; Mustafa Turkmani; Donna Salam; Danah Al-Dieri; Tom Kai Ming Wang; samir kapadia; Amar Krishnaswamy; Alan Gillinov; Lars et al.
Source: Self-asserted source
David Chen via Crossref Metadata Search

Impact of Cardiac Magnetic Resonance Left Atrial Ejection Fraction in Advanced Ischemic Cardiomyopathy

JACC: Advances
2024-02 | Journal article
DOI: 10.1016/j.jacadv.2023.100796
Part of ISSN: 2772-963X
Contributors: Chris M. Anthony; Tom Kai Ming Wang; Donna Salam; Nancy Obuchowski; Mustafa Turkmani; Danah Al-Deiri; Zoran Popovic; Brian Griffin; Scott Flamm; David Chen et al.
Source: Self-asserted source
David Chen via Crossref Metadata Search

Reducing Contextual Bias in Cardiac Magnetic Resonance Imaging Deep Learning Using Contrastive Self-Supervision

Proceedings of the 8th Machine Learning for Healthcare Conference
2023 | Conference paper
URI:

https://proceedings.mlr.press/v219/nakashima23a.html
Contributors: Nakashima, Makiya; Salem, Donna; Tang, HW Wilson; Nguyen, Christopher; Hwang, Tae Hyun; Zhao, Ding; Kim, Byung-Hak; Kwon, Deborah; Chen, David; Deshpande, Kaivalya et al.
Source: Self-asserted source
David Chen

Natural language processing for identification of hypertrophic cardiomyopathy patients from cardiac magnetic resonance reports

BMC Medical Informatics and Decision Making
2022-10-18 | Journal article
DOI: 10.1186/s12911-022-02017-y
Part of ISSN: 1472-6947
Contributors: David Chen; Nakeya Dewaswala; David Chen; Huzefa Bhopalwala; Vinod C. Kaggal; Sean P. Murphy; J. Martijn Bos; Jeffrey B. Geske; Bernard J. Gersh; Steve R. Ommen et al.
Source: Self-asserted source
David Chen

Deep Neural Network for Cardiac Magnetic Resonance Image Segmentation

Journal of Imaging
2022-05-23 | Journal article
DOI: 10.3390/jimaging8050149
Part of ISSN: 2313-433X
Contributors: David Chen; David Chen; Huzefa Bhopalwala; Nakeya Dewaswala; Shivaram P. Arunachalam; Moein Enayati; Nasibeh Zanjirani Farahani; Kalyan Pasupathy; Sravani Lokineni; J. Martijn Bos et al.
Source: Self-asserted source
David Chen

Application of Artificial Intelligence to Clinical Practice in Inflammatory Bowel Disease – What the Clinician Needs to Know

Journal of Crohn's and Colitis
2022-03-14 | Journal article
DOI: 10.1093/ecco-jcc/jjab169
Contributors: David Chen; Clifton Fulmer; Ilyssa O Gordon; Sana Syed; Ryan W Stidham; Niels Vande Casteele; Yi Qin; Katherine Falloon; Benjamin L Cohen; Robert Wyllie et al.
Source: check_circle
Crossref

Early Detection of Post-Surgical Complications using Time-series Electronic Health Records.

AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science
2021-05-17 | Journal article
PMID: 34457129
PMC: PMC8378618
Contributors: Chen D; Jiang J; Fu S; Demuth G; Liu S; Schaeferle GM; Wilson PM; Habermann E; Larson DW; Storlie C et al.
Source: Self-asserted source
David Chen

Image-to-image translation for automatic ink removal in whole slide images

Journal of Medical Imaging
2020-10-16 | Journal article
DOI: 10.1117/1.jmi.7.5.057502
Part of ISSN: 2329-4302
Contributors: Jun Jiang; Naresh Prodduturi; David Chen; Qiangqiang Gu; Thomas Flotte; Qianjin Feng; Steven Hart
Source: Self-asserted source
David Chen via Crossref Metadata Search

Clinical concept extraction: A methodology review

Journal of Biomedical Informatics
2020-09 | Journal article
DOI: 10.1016/j.jbi.2020.103526
Contributors: Sunyang Fu; David Chen; Huan He; Sijia Liu; Sungrim Moon; Kevin J. Peterson; Feichen Shen; Liwei Wang; Yanshan Wang; Andrew Wen et al.
Source: check_circle
Crossref

Development and Validation of a Risk Stratification Model Using Disease Severity Hierarchy for Mortality or Major Cardiovascular Event

JAMA Network Open
2020-07-17 | Journal article
DOI: 10.1001/jamanetworkopen.2020.8270
Part of ISSN: 2574-3805
Contributors: Che Ngufor; Pedro J. Caraballo; Thomas J. O’Byrne; David Chen; Nilay D. Shah; Lisiane Pruinelli; Michael Steinbach; Gyorgy Simon
Source: Self-asserted source
David Chen via Crossref Metadata Search

Improved Interpretability of Machine Learning Model Using Unsupervised Clustering: Predicting Time to First Treatment in Chronic Lymphocytic Leukemia

JCO Clinical Cancer Informatics
2019-12 | Journal article
DOI: 10.1200/cci.18.00137
Part of ISSN: 2473-4276
Contributors: David Chen; Gaurav Goyal; Ronald S. Go; Sameer A. Parikh; Che G. Ngufor
Source: Self-asserted source
David Chen via Crossref Metadata Search

Breast Cancer Classification using Deep Transfer Learning on Structured Healthcare Data

2019 IEEE International Conference on Data Science and Advanced Analytics (DSAA)
2019-10 | Conference paper
DOI: 10.1109/dsaa.2019.00043
Contributors: Akram Farhadi; David Chen; Rozalina McCoy; Christopher Scott; John A. Miller; Celine M. Vachon; Che Ngufor
Source: Self-asserted source
David Chen via Crossref Metadata Search

Deep learning and alternative learning strategies for retrospective real-world clinical data

npj Digital Medicine
2019-05-30 | Journal article
DOI: 10.1038/s41746-019-0122-0
Contributors: David Chen; Sijia Liu; Paul Kingsbury; Sunghwan Sohn; Curtis B. Storlie; Elizabeth B. Habermann; James M. Naessens; David W. Larson; Hongfang Liu
Source: check_circle
Crossref

Salience of Medical Concepts of Inside Clinical Texts and Outside Medical Records for Referred Cardiovascular Patients

Journal of Healthcare Informatics Research
2019-01-28 | Journal article
DOI: 10.1007/s41666-019-00044-5
Part of ISSN: 2509-498X
Contributors: Sungrim Moon; Sijia Liu; David Chen; Yanshan Wang; Douglas L. Wood; Rajeev Chaudhry; Hongfang Liu; Paul Kingsbury
Source: Self-asserted source
David Chen via Crossref Metadata Search

Postoperative bleeding risk prediction for patients undergoing colorectal surgery

Surgery
2018-12 | Journal article
DOI: 10.1016/j.surg.2018.05.043
Contributors: David Chen; Naveed Afzal; Sunghwan Sohn; Elizabeth B. Habermann; James M. Naessens; David W. Larson; Hongfang Liu
Source: check_circle
Crossref

Predicting Time to First Treatment in Chronic Lymphocytic Leukemia Using Machine Learning Survival and Classification Methods

2018 IEEE International Conference on Healthcare Informatics (ICHI)
2018-06 | Conference paper
DOI: 10.1109/ichi.2018.00076
Contributors: David Chen; Gaurav Goyal; Ronald Go; Sameer Parikh; Che Ngufor
Source: Self-asserted source
David Chen via Crossref Metadata Search

Medical concept intersection between outside medical records and consultant notes: A case study in transferred cardiovascular patients

2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
2017-11 | Conference paper
DOI: 10.1109/bibm.2017.8217883
Part of ISBN: 9781509030507
Contributors: Sungrim Moon; Sijia Liu; Paul Kingsbury; David Chen; Yanshan Wang; Feichen Shen; Rajeev Chaudhry; Hongfang Liu
Source: Self-asserted source
David Chen via Crossref Metadata Search

Convolutional neural network based sensor fusion for forward looking ground penetrating radar

Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXI
2016-05-03 | Conference paper
DOI: 10.1117/12.2224125
Contributors: Rayn Sakaguchi; Miles Crosskey; David Chen; Brett Walenz; Kenneth Morton; Steven S. Bishop; Jason C. Isaacs
Source: Self-asserted source
David Chen via Crossref Metadata Search

Three slice myocardial coverage using non-ECG-triggered perfusion imaging with integrated T1 mapping for quantifying myocardial blood flow

Journal of Cardiovascular Magnetic Resonance
2015 | Journal article
DOI: 10.1186/1532-429x-17-s1-q61
Part of ISSN: 1532-429X
Contributors: David Chen; Behzad Sharif; Janet Wei; Xiaoming Bi; Reza Arsanjani; Louise E Thomson; Noel C Bairey Merz; Daniel S Berman; Debiao Li
Source: Self-asserted source
David Chen via Crossref Metadata Search

Non-ECG-triggered perfusion imaging with integrated T1 mapping for quantifying myocardial blood flow

Journal of Cardiovascular Magnetic Resonance
2014 | Journal article
DOI: 10.1186/1532-429x-16-s1-p202
Part of ISSN: 1532-429X
Contributors: David Chen; Behzad Sharif; Janet Wei; Reza Arsanjani; Xiaoming Bi; C Bairey Merz; Daniel S Berman; Debiao Li
Source: Self-asserted source
David Chen via Crossref Metadata Search

Cardiac magnetic resonance imaging for myocardial perfusion and diastolic function - reference control values for women

Journal of Cardiovascular Magnetic Resonance
2013-01 | Journal article
DOI: 10.1186/1532-429x-15-s1-p118
Part of ISSN: 1532-429X
Contributors: Puja K Mehta; Afsaneh Haftbaradaran; Megha Agarwal; Behzad Sharif; David Chen; Chrisandra Shufelt; Edward B Gill; Greg Lentz; Daniel S Berman; Margo Minassian et al.
Source: Self-asserted source
David Chen via Crossref Metadata Search

Comparison of fully quantitative and semi-quantitative measure of women's myocardial perfusion reserve for detection of microvascular coronary dysfunction

Journal of Cardiovascular Magnetic Resonance
2013-01 | Journal article
DOI: 10.1186/1532-429x-15-s1-p75
Part of ISSN: 1532-429X
Contributors: David Chen; Behzad Sharif; Afsaneh Haftbaradaran; Melody Zaya; Chrisandra Shufelt; Puja K Mehta; Daniel S Berman; Louise E Thomson; Debiao Li; Noel Bairey Merz
Source: Self-asserted source
David Chen via Crossref Metadata Search

Myocardial perfusion MRI using SW-CG-HYPR for the detection of coronary artery disease

Journal of Cardiovascular Magnetic Resonance
2012 | Journal article
DOI: 10.1186/1532-429x-14-s1-t5
Part of ISSN: 1532-429X
Contributors: Jun Yang; Heng Ma; Jing Liu; Lan Ge; David Chen; Kai Lin; Jing An; Lixin Jin; Kuncheng Li; Debiao Li
Source: Self-asserted source
David Chen via Crossref Metadata Search

Myocardial perfusion MRI with SW-CG-HYPR: a comparison to conventional SR-Turbo-FLASH and x-ray angiography in patients with suspected coronary artery disease

Journal of Cardiovascular Magnetic Resonance
2012 | Journal article
DOI: 10.1186/1532-429x-14-s1-p303
Part of ISSN: 1532-429X
Contributors: Heng Ma; Jun Yang; Jing Liu; Lan Ge; David Chen; Kai Lin; Jing An; Lixin Jin; Kuncheng Li; Debiao Li
Source: Self-asserted source
David Chen via Crossref Metadata Search

Myocardial Perfusion Magnetic Resonance Imaging Using Sliding-Window Conjugate-Gradient Highly Constrained Back-Projection Reconstruction for Detection of Coronary Artery Disease

The American Journal of Cardiology
2012-04 | Journal article
DOI: 10.1016/j.amjcard.2011.11.051
Part of ISSN: 0002-9149
Contributors: Heng Ma; Jun Yang; Jing Liu; Lan Ge; Jing An; Qing Tang; Han Li; Yu Zhang; David Chen; Yong Wang et al.
Source: Self-asserted source
David Chen via Crossref Metadata Search

Proteomics-based characterization of hemagglutinins in different strains of influenza virus

PROTEOMICS - CLINICAL APPLICATIONS
2009-08 | Journal article
DOI: 10.1002/prca.200800219
Part of ISSN: 1862-8346
Contributors: Melkamu Getie-Kebtie; David Chen; Maryna Eichelberger; Michail Alterman
Source: Self-asserted source
David Chen via Crossref Metadata Search

Peer review (9 reviews for 3 publications/grants)

Review activity for Digestive diseases and sciences. (1)
Review activity for Journal of biomedical informatics. (4)
Review activity for Journal of healthcare informatics research. (4)
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